Group 19
Objective: Understand patterns and correlations between early predictors Comorbidities and Etiologies, their numerical estimate CPS and Charlson index and cirrhosis’ patients outcome
Cirrhosis = condition in which the liver is scarred and permanently damaged.
How is this study relevant ?
Graph eva BioRender explaining the relatins between the index, etiologies…
Cleaning:
Started by extracting necessary columns
Adding an ID column as a unique identifier for each observation
Renamed columns, reordered them, and assigned classes to etiology and comorbidities.
tidying:
Augmenting:
Created categories for Mortality: no death, death in hospital, after 30 days, after 90 days.
Creating age bins instead decade
Etiology is the study of the factors that come together leading to a disease.
Comorbidity is an additional disease that can interact and coexist simultaneously with cirrhosis.